TABLE 4. The Accuracy Score (in %) of the Different Optimized Classifiers Using 10-Fold Cross-Validation.

	LDA	QLDA	KNN	NB	DT	RF	XGB	GBC	SVC
Fold-1	76.03	20.39	68.16	82.11	89.98	95.44	95.98	89.09	94.10
Fold-2	75.45	20.16	69.62	83.96	89.61	96.33	96.24	92.03	95.25
Fold-3	78.87	20.05	67.68	80.75	91.23	96.87	96.69	92.66	95.17
Fold-4	78.23	20.88	67.47	80.91	91.40	96.95	96.77	92.12	95.61
Fold-5	76.28	23.37	69.29	82.27	90.15	96.96	96.96	91.67	95.70
Fold-6	76.81	19.88	66.97	82.27	91.76	96.42	96.60	91.14	94.36
Fold-7	78.27	20.48	66.19	79.79	89.18	96.60	97.23	89.54	93.92
Fold-8	77.15	22.76	68.19	81.81	91.31	96.42	97.22	90.23	95.43
Fold-9	77.06	21.77	67.38	81.45	91.22	96.06	96.42	90.68	95.70
Fold-10	78.09	24.51	67.62	80.59	90.16	96.60	96.87	89.27	94.72
Average	77.22	21.43	67.86	81.59	90.60	96.46	96.70	90.84	95.00